sithu31296 / self-supervised-learning
Fast, Simple and Easy to use SOTA Self-Supervised Image Classification Models in PyTorch
☆17Updated 3 years ago
Alternatives and similar repositories for self-supervised-learning:
Users that are interested in self-supervised-learning are comparing it to the libraries listed below
- [NeurIPS 2022] code for the paper, SemMAE: Semantic-guided masking for learning masked autoencoders☆36Updated last year
- Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".☆16Updated 3 years ago
- [ICLR 2023] “ Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Better Representations”, Ziyu Jian…☆24Updated 2 years ago
- [ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning☆45Updated last year
- PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".☆39Updated 2 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated last year
- ☆25Updated last year
- This repo includes the CUB-GHA (Gaze-based Human Attention) dataset and code of the paper "Human Attention in Fine-grained Classification…☆30Updated 2 years ago
- ☆59Updated 2 years ago
- Source code for selective scaling in the paper of << On Calibrating Semantic Segmentation Models - Analyses and An Algorithm>> (CVPR 2023…☆15Updated last year
- Official pytorch implementation of NeurIPS 2022 paper, TokenMixup☆48Updated 2 years ago
- [CVPR'23 & TPAMI'25] Hard Patches Mining for Masked Image Modeling☆93Updated 3 weeks ago
- LoMaR (Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction)☆63Updated last month
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆25Updated last year
- Official repo for "SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-Supervised Learning", accepted by ICLR 2023.☆20Updated 2 years ago
- [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning☆61Updated last year
- Multi-Anchor Active Domain Adaptation for Semantic Segmentation (ICCV 2021 Oral)☆46Updated 3 years ago
- MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)☆34Updated last month
- ☆35Updated 2 years ago
- Official Implementation of AlignMixup - CVPR 2022☆71Updated 3 years ago
- PyTorch implementation of Semi-supervised Vision Transformers☆58Updated 2 years ago
- [CVPR2022] Official Implementation of the paper 'Learning Where to Learn in Cross-View Self-Supervised Learning'☆27Updated 2 years ago
- ☆58Updated 2 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆41Updated 2 years ago
- Codes for ECCV2022 paper - contrastive deep supervision☆69Updated 2 years ago
- Balancing Logit Variation for Long-tailed Semantic Segmentation☆21Updated last year
- Pin the Memory (CVPR 2022): Official Project Webpage☆44Updated 2 years ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆36Updated last month
- This is a offical PyTorch/GPU implementation of SupMAE.☆78Updated 2 years ago
- Adaptive Early-Learning Correction for Segmentation from Noisy Annotations (CVPR 2022 Oral)☆82Updated 2 years ago